Computational Interaction
ISBN-10 书号: 0198799616
ISBN-13 书号: 9780198799610
出版日期: 2018-04-08
pages 页数: (432)
Edited by
ANTTI OULASVIRTA
Associate Professor
Aalto University
PER OLA KRISTENSSON
University Reader in Interactive Systems Engineering
University of Cambridge
XIAOJUN BI
Assistant Professor
Stony Brook University
ANDREW HOWES
Professor and Head of School at the School of Computer Science
University of Birmingham
This book presents computational interaction as an approach to explaining and enhancing the interaction
between humans and information technology. Computational interaction applies abstraction, automation, and analysis to inform our understanding of the structure of interaction and also to inform the design of the software that drives new and exciting human-computer interfaces. The methods of computational interaction allow, for example, designers to identify user interfaces that are optimal against some objective criteria. They also allow software engineers to build interactive systems that adapt their behaviour to better suit individual capacities and preferences.
Embedded in an iterative design process, computational interaction has the potential to complement human strengths and provide methods for generating inspiring and elegant designs.
Computational interaction does not exclude the messy and complicated behaviour of humans, rather it embraces it by, for example, using models that are sensitive to uncertainty and that capture subtle variations between individual users. It also promotes the idea that there are many aspects of interaction that can be augmented by algorithms.
This book introduces computational interaction design to the reader by exploring a wide range of computational interaction techniques, strategies and methods. It explains how techniques such as optimisation, economic modelling, machine learning, control theory, formal methods, cognitive models and statistical language processing can be used to model interaction and design m
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